Table Data - All Employees: Education and Health Services: Private Educational Services in Philadelphia, PA (MD)
| Title | All Employees: Education and Health Services: Private Educational Services in Philadelphia, PA (MD) |
|---|---|
| Series ID | SMU42379646561000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-12-01 |
| Last Updated | 2025-01-29 5:16 AM CST |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 56.842381220732100 |
| 1990-02-01 | 56.889492351763200 |
| 1990-03-01 | 57.029370494429400 |
| 1990-04-01 | 57.785669885113000 |
| 1990-05-01 | 57.496127997110000 |
| 1990-06-01 | 57.185040567899800 |
| 1990-07-01 | 58.380201309753200 |
| 1990-08-01 | 58.873854387072000 |
| 1990-09-01 | 60.079894823640300 |
| 1990-10-01 | 59.013462725501000 |
| 1990-11-01 | 59.019876176744400 |
| 1990-12-01 | 58.431066739803896 |
| 1991-01-01 | 57.987494804450996 |
| 1991-02-01 | 58.662967010956790 |
| 1991-03-01 | 58.750028574558110 |
| 1991-04-01 | 58.539184322049600 |
| 1991-05-01 | 59.005654666817600 |
| 1991-06-01 | 58.558274547146205 |
| 1991-07-01 | 57.119635613944900 |
| 1991-08-01 | 57.109927406695995 |
| 1991-09-01 | 58.615999179975300 |
| 1991-10-01 | 59.976508222398200 |
| 1991-11-01 | 60.763919778422900 |
| 1991-12-01 | 59.885283533703500 |
| 1992-01-01 | 60.404306787559700 |
| 1992-02-01 | 60.036358192912594 |
| 1992-03-01 | 60.056499593865794 |
| 1992-04-01 | 59.780113835579904 |
| 1992-05-01 | 60.106278743104500 |
| 1992-06-01 | 59.930640830778210 |
| 1992-07-01 | 59.966327759445896 |
| 1992-08-01 | 59.539119306583900 |
| 1992-09-01 | 60.003060595301896 |
| 1992-10-01 | 59.847819539555200 |
| 1992-11-01 | 60.103645170117105 |
| 1992-12-01 | 60.270010773980296 |
| 1993-01-01 | 60.426328219323395 |
| 1993-02-01 | 60.018781601269104 |
| 1993-03-01 | 60.212525089346400 |
| 1993-04-01 | 60.623604281602000 |
| 1993-05-01 | 60.898676984663400 |
| 1993-06-01 | 60.976511772725495 |
| 1993-07-01 | 61.480175410824200 |
| 1993-08-01 | 61.867644568853500 |
| 1993-09-01 | 61.747036643588100 |
| 1993-10-01 | 62.374130614909500 |
| 1993-11-01 | 62.144847622946300 |
| 1993-12-01 | 62.527274735987300 |
| 1994-01-01 | 62.981174099449400 |
| 1994-02-01 | 63.369353158722895 |
| 1994-03-01 | 63.555220490088900 |
| 1994-04-01 | 63.573012952984705 |
| 1994-05-01 | 63.486343489840706 |
| 1994-06-01 | 64.018174174090500 |
| 1994-07-01 | 63.562796071564600 |
| 1994-08-01 | 63.846444992896200 |
| 1994-09-01 | 63.575035867682800 |
| 1994-10-01 | 63.551818151146605 |
| 1994-11-01 | 63.567466330310790 |
| 1994-12-01 | 63.427283115140895 |
| 1995-01-01 | 64.030855836589100 |
| 1995-02-01 | 64.628642685608300 |
| 1995-03-01 | 64.751852931461200 |
| 1995-04-01 | 64.586478569789490 |
| 1995-05-01 | 64.678267318367600 |
| 1995-06-01 | 65.223524760437300 |
| 1995-07-01 | 66.151029016693500 |
| 1995-08-01 | 66.527709578086900 |
| 1995-09-01 | 61.079554263176796 |
| 1995-10-01 | 64.962482188542800 |
| 1995-11-01 | 65.094463535040700 |
| 1995-12-01 | 65.289999828710300 |
| 1996-01-01 | 64.093089839775290 |
| 1996-02-01 | 65.173583640105110 |
| 1996-03-01 | 65.607952251731100 |
| 1996-04-01 | 65.648019465127100 |
| 1996-05-01 | 66.042758278351800 |
| 1996-06-01 | 65.771789712628900 |
| 1996-07-01 | 65.174544488903700 |
| 1996-08-01 | 65.184351973540100 |
| 1996-09-01 | 65.560288916039900 |
| 1996-10-01 | 65.843582289615100 |
| 1996-11-01 | 65.712438375398590 |
| 1996-12-01 | 65.799389721811700 |
| 1997-01-01 | 64.973314042033300 |
| 1997-02-01 | 65.299708835941100 |
| 1997-03-01 | 64.721814104785700 |
| 1997-04-01 | 65.388167642770000 |
| 1997-05-01 | 64.558268137269610 |
| 1997-06-01 | 63.992180339940994 |
| 1997-07-01 | 63.254129459683700 |
| 1997-08-01 | 63.808417280807800 |
| 1997-09-01 | 65.647450439388800 |
| 1997-10-01 | 67.324984066509700 |
| 1997-11-01 | 67.420953759656400 |
| 1997-12-01 | 67.793208010366710 |
| 1998-01-01 | 67.959496134334400 |
| 1998-02-01 | 67.690969216007900 |
| 1998-03-01 | 67.902346876570900 |
| 1998-04-01 | 68.669721176414900 |
| 1998-05-01 | 68.210631712215600 |
| 1998-06-01 | 68.415136197096300 |
| 1998-07-01 | 68.057598515750700 |
| 1998-08-01 | 68.314385425879100 |
| 1998-09-01 | 68.893591009868100 |
| 1998-10-01 | 69.632848205955600 |
| 1998-11-01 | 69.579157127687900 |
| 1998-12-01 | 69.877207750578210 |
| 1999-01-01 | 69.108509780456400 |
| 1999-02-01 | 69.445087952715300 |
| 1999-03-01 | 69.725911785561200 |
| 1999-04-01 | 70.204893291411800 |
| 1999-05-01 | 72.223892164696210 |
| 1999-06-01 | 71.747254036221800 |
| 1999-07-01 | 72.062621328803600 |
| 1999-08-01 | 71.748571846753590 |
| 1999-09-01 | 71.166327525575800 |
| 1999-10-01 | 69.949807785381610 |
| 1999-11-01 | 70.162688748831400 |
| 1999-12-01 | 70.657338466136410 |
| 2000-01-01 | 71.568658174600420 |
| 2000-02-01 | 70.693697120567000 |
| 2000-03-01 | 71.254238319826910 |
| 2000-04-01 | 70.949070319856200 |
| 2000-05-01 | 71.562406397624700 |
| 2000-06-01 | 71.539363891220500 |
| 2000-07-01 | 71.673053910782500 |
| 2000-08-01 | 71.721305897820400 |
| 2000-09-01 | 70.952132833180300 |
| 2000-10-01 | 69.624380830363000 |
| 2000-11-01 | 69.155376425927600 |
| 2000-12-01 | 71.047608935913500 |
| 2001-01-01 | 72.790879682426700 |
| 2001-02-01 | 72.699781731011100 |
| 2001-03-01 | 72.718709218679500 |
| 2001-04-01 | 72.190791559526700 |
| 2001-05-01 | 72.056855103416500 |
| 2001-06-01 | 72.926127922802700 |
| 2001-07-01 | 72.608108581753410 |
| 2001-08-01 | 73.041011649831900 |
| 2001-09-01 | 73.066903222108500 |
| 2001-10-01 | 73.280296016061600 |
| 2001-11-01 | 73.757408533575910 |
| 2001-12-01 | 73.407585731672300 |
| 2002-01-01 | 73.660881947176100 |
| 2002-02-01 | 73.391489323382090 |
| 2002-03-01 | 73.552177479107580 |
| 2002-04-01 | 73.277749922694700 |
| 2002-05-01 | 73.672802127313590 |
| 2002-06-01 | 74.933803137380200 |
| 2002-07-01 | 75.926491827528300 |
| 2002-08-01 | 76.160320735198710 |
| 2002-09-01 | 76.441462178631600 |
| 2002-10-01 | 75.816467360247300 |
| 2002-11-01 | 76.099195081036300 |
| 2002-12-01 | 75.588664528306410 |
| 2003-01-01 | 75.649307204829090 |
| 2003-02-01 | 76.139385804816090 |
| 2003-03-01 | 76.974247278937300 |
| 2003-04-01 | 77.389145539874490 |
| 2003-05-01 | 77.630072189700300 |
| 2003-06-01 | 79.030281909473200 |
| 2003-07-01 | 77.769237191939800 |
| 2003-08-01 | 78.255152737435300 |
| 2003-09-01 | 77.797126515045100 |
| 2003-10-01 | 77.311496123441590 |
| 2003-11-01 | 77.441128528661410 |
| 2003-12-01 | 77.362797764644500 |
| 2004-01-01 | 72.091895476081900 |
| 2004-02-01 | 73.801255565629300 |
| 2004-03-01 | 74.905797552183290 |
| 2004-04-01 | 74.660501757572900 |
| 2004-05-01 | 73.640220941803210 |
| 2004-06-01 | 73.709076682506000 |
| 2004-07-01 | 73.551749043818500 |
| 2004-08-01 | 73.043569505675210 |
| 2004-09-01 | 73.792387445098200 |
| 2004-10-01 | 74.075082182054800 |
| 2004-11-01 | 73.556888392490100 |
| 2004-12-01 | 74.661028130768400 |
| 2005-01-01 | 74.181710195986500 |
| 2005-02-01 | 74.279426894615500 |
| 2005-03-01 | 73.941435383763900 |
| 2005-04-01 | 75.382825712177700 |
| 2005-05-01 | 74.500209260137000 |
| 2005-06-01 | 73.043802955211090 |
| 2005-07-01 | 73.697875342430900 |
| 2005-08-01 | 72.189501205778800 |
| 2005-09-01 | 74.332095136596300 |
| 2005-10-01 | 75.108407596812800 |
| 2005-11-01 | 75.507022997169000 |
| 2005-12-01 | 75.444759816750090 |
| 2006-01-01 | 74.512258069945300 |
| 2006-02-01 | 74.707552374402600 |
| 2006-03-01 | 74.323937196965900 |
| 2006-04-01 | 74.595971126444410 |
| 2006-05-01 | 74.869878331051500 |
| 2006-06-01 | 74.700654536041100 |
| 2006-07-01 | 74.365108361892200 |
| 2006-08-01 | 73.453670168756400 |
| 2006-09-01 | 75.646503708775090 |
| 2006-10-01 | 75.329265831253600 |
| 2006-11-01 | 75.653531871350000 |
| 2006-12-01 | 74.996107724659300 |
| 2007-01-01 | 75.871187880053800 |
| 2007-02-01 | 75.324169966734000 |
| 2007-03-01 | 77.505958308926200 |
| 2007-04-01 | 75.751783828686300 |
| 2007-05-01 | 76.483821094167600 |
| 2007-06-01 | 76.109188757395800 |
| 2007-07-01 | 76.891719230230590 |
| 2007-08-01 | 76.519023665203000 |
| 2007-09-01 | 77.010022618615210 |
| 2007-10-01 | 77.625651509912910 |
| 2007-11-01 | 77.269032811991600 |
| 2007-12-01 | 77.368309711351500 |
| 2008-01-01 | 76.603783749217500 |
| 2008-02-01 | 78.270912581885800 |
| 2008-03-01 | 78.152296026811580 |
| 2008-04-01 | 78.555265855599100 |
| 2008-05-01 | 78.110404613764420 |
| 2008-06-01 | 77.704778628339300 |
| 2008-07-01 | 78.475851768318500 |
| 2008-08-01 | 78.577416749064600 |
| 2008-09-01 | 78.904909073650500 |
| 2008-10-01 | 78.815266993390510 |
| 2008-11-01 | 79.072397043930000 |
| 2008-12-01 | 79.599734241026800 |
| 2009-01-01 | 79.705922515933410 |
| 2009-02-01 | 79.740919902949700 |
| 2009-03-01 | 79.025657464954400 |
| 2009-04-01 | 78.619488067460200 |
| 2009-05-01 | 78.528127685558700 |
| 2009-06-01 | 78.671311561200300 |
| 2009-07-01 | 80.289280677343200 |
| 2009-08-01 | 79.795326921680600 |
| 2009-09-01 | 78.309841903589910 |
| 2009-10-01 | 78.948601344659100 |
| 2009-11-01 | 79.036415627944590 |
| 2009-12-01 | 79.002685022089710 |
| 2010-01-01 | 79.067708696223010 |
| 2010-02-01 | 78.573599485932800 |
| 2010-03-01 | 78.408892100027900 |
| 2010-04-01 | 79.111874109427800 |
| 2010-05-01 | 79.089373405439400 |
| 2010-06-01 | 80.042583617585700 |
| 2010-07-01 | 80.991293543056200 |
| 2010-08-01 | 80.275236828857400 |
| 2010-09-01 | 78.465522419827790 |
| 2010-10-01 | 80.513619650713300 |
| 2010-11-01 | 80.548159795562600 |
| 2010-12-01 | 80.464799590131590 |
| 2011-01-01 | 78.979698215514000 |
| 2011-02-01 | 81.060921704138500 |
| 2011-03-01 | 81.726014152716800 |
| 2011-04-01 | 81.164874270701200 |
| 2011-05-01 | 82.206434103088500 |
| 2011-06-01 | 82.423830762076800 |
| 2011-07-01 | 82.216459635232000 |
| 2011-08-01 | 81.947242966082100 |
| 2011-09-01 | 81.396905857368800 |
| 2011-10-01 | 81.274658306835010 |
| 2011-11-01 | 81.502230050992410 |
| 2011-12-01 | 82.259173626537090 |
| 2012-01-01 | 81.328978053013910 |
| 2012-02-01 | 81.302021423845600 |
| 2012-03-01 | 83.498723519700500 |
| 2012-04-01 | 81.709682975064300 |
| 2012-05-01 | 81.712983209596910 |
| 2012-06-01 | 81.020392718114590 |
| 2012-07-01 | 80.462742468034100 |
| 2012-08-01 | 80.405329336759210 |
| 2012-09-01 | 81.137475818435090 |
| 2012-10-01 | 81.777279698646000 |
| 2012-11-01 | 81.000104228611100 |
| 2012-12-01 | 80.975208789225200 |
| 2013-01-01 | 81.254409327441510 |
| 2013-02-01 | 81.498630945648600 |
| 2013-03-01 | 83.332880316899590 |
| 2013-04-01 | 81.249976385184910 |
| 2013-05-01 | 80.694353422194500 |
| 2013-06-01 | 80.952555340517300 |
| 2013-07-01 | 81.353255407941290 |
| 2013-08-01 | 81.013323730716700 |
| 2013-09-01 | 82.371369389978000 |
| 2013-10-01 | 81.724368238143090 |
| 2013-11-01 | 82.230932238660300 |
| 2013-12-01 | 81.706247618744400 |
| 2014-01-01 | 81.841473290933700 |
| 2014-02-01 | 81.758259961418000 |
| 2014-03-01 | 81.633442850646900 |
| 2014-04-01 | 83.471138452297200 |
| 2014-05-01 | 82.965816077955800 |
| 2014-06-01 | 83.418599738547710 |
| 2014-07-01 | 83.861275376197500 |
| 2014-08-01 | 84.605321219294800 |
| 2014-09-01 | 84.150128972905290 |
| 2014-10-01 | 83.926793389387300 |
| 2014-11-01 | 84.500627331800000 |
| 2014-12-01 | 84.053749059080800 |
| 2015-01-01 | 85.726893002902200 |
| 2015-02-01 | 84.597630164121710 |
| 2015-03-01 | 84.536480961580200 |
| 2015-04-01 | 84.601767010374500 |
| 2015-05-01 | 84.268795572328300 |
| 2015-06-01 | 84.781560669460900 |
| 2015-07-01 | 84.925873188766800 |
| 2015-08-01 | 84.429682570635300 |
| 2015-09-01 | 83.971115844878910 |
| 2015-10-01 | 84.496475717514580 |
| 2015-11-01 | 84.538831440225410 |
| 2015-12-01 | 84.534602369447100 |
| 2016-01-01 | 85.417018326776800 |
| 2016-02-01 | 85.072033855986700 |
| 2016-03-01 | 84.936888938443800 |
| 2016-04-01 | 86.061393384057100 |
| 2016-05-01 | 86.408746017808300 |
| 2016-06-01 | 86.821929510333700 |
| 2016-07-01 | 87.578226101820090 |
| 2016-08-01 | 87.601936853177000 |
| 2016-09-01 | 87.706422744100210 |
| 2016-10-01 | 87.565373971819310 |
| 2016-11-01 | 87.475861208537710 |
| 2016-12-01 | 87.709450811457710 |
| 2017-01-01 | 87.449202949152300 |
| 2017-02-01 | 87.406129247413290 |
| 2017-03-01 | 87.448865584009800 |
| 2017-04-01 | 86.678400212708210 |
| 2017-05-01 | 87.035371281365800 |
| 2017-06-01 | 84.496177756810410 |
| 2017-07-01 | 86.547715907547000 |
| 2017-08-01 | 85.534765892321090 |
| 2017-09-01 | 86.979051102253590 |
| 2017-10-01 | 86.797017574592700 |
| 2017-11-01 | 87.356114832185210 |
| 2017-12-01 | 88.190044946920790 |
| 2018-01-01 | 87.463411658067590 |
| 2018-02-01 | 87.857088658286590 |
| 2018-03-01 | 87.572969124540990 |
| 2018-04-01 | 87.624535893018490 |
| 2018-05-01 | 87.790457543926690 |
| 2018-06-01 | 87.177215456853700 |
| 2018-07-01 | 86.990670215852420 |
| 2018-08-01 | 87.423996497973090 |
| 2018-09-01 | 88.403040556700300 |
| 2018-10-01 | 88.485190564221900 |
| 2018-11-01 | 87.511650435296500 |
| 2018-12-01 | 86.697283994205210 |
| 2019-01-01 | 88.706921021111700 |
| 2019-02-01 | 87.322734496640490 |
| 2019-03-01 | 88.081650113694600 |
| 2019-04-01 | 87.836910529256100 |
| 2019-05-01 | 87.173926318820400 |
| 2019-06-01 | 86.427038857060410 |
| 2019-07-01 | 84.403756565520710 |
| 2019-08-01 | 84.820381248688790 |
| 2019-09-01 | 87.159914073977500 |
| 2019-10-01 | 87.435087760444300 |
| 2019-11-01 | 87.462727948918910 |
| 2019-12-01 | 87.688958980323080 |
| 2020-01-01 | 87.874027691240400 |
| 2020-02-01 | 88.082970380791300 |
| 2020-03-01 | 86.994254436110990 |
| 2020-04-01 | 80.649704145981900 |
| 2020-05-01 | 80.186735913388300 |
| 2020-06-01 | 81.289251654167700 |
| 2020-07-01 | 80.802529567071700 |
| 2020-08-01 | 80.384109457155000 |
| 2020-09-01 | 78.811853778900000 |
| 2020-10-01 | 78.074101008506790 |
| 2020-11-01 | 79.051460660750900 |
| 2020-12-01 | 75.366814168555300 |
| 2021-01-01 | 78.491979067251400 |
| 2021-02-01 | 75.250791516313600 |
| 2021-03-01 | 80.790076577723000 |
| 2021-04-01 | 80.576908949991200 |
| 2021-05-01 | 83.177972173794700 |
| 2021-06-01 | 82.554209550948710 |
| 2021-07-01 | 82.366840884712090 |
| 2021-08-01 | 83.054621384778000 |
| 2021-09-01 | 82.691322382301510 |
| 2021-10-01 | 83.909592609798300 |
| 2021-11-01 | 84.118205214763100 |
| 2021-12-01 | 84.624977255956900 |
| 2022-01-01 | 84.727326115404210 |
| 2022-02-01 | 84.853895404183600 |
| 2022-03-01 | 84.704113296251210 |
| 2022-04-01 | 86.059160345307720 |
| 2022-05-01 | 86.620046370726510 |
| 2022-06-01 | 85.726685072024800 |
| 2022-07-01 | 86.420726269687900 |
| 2022-08-01 | 87.716906897195490 |
| 2022-09-01 | 88.070436602957800 |
| 2022-10-01 | 87.565732183562700 |
| 2022-11-01 | 87.657353770903300 |
| 2022-12-01 | 88.177126583861510 |
| 2023-01-01 | 89.282095946911410 |
| 2023-02-01 | 88.468246047788410 |
| 2023-03-01 | 89.916183377013710 |
| 2023-04-01 | 88.620867124395200 |
| 2023-05-01 | 88.696236076687410 |
| 2023-06-01 | 88.371253107137790 |
| 2023-07-01 | 89.072188393167700 |
| 2023-08-01 | 89.877530141601910 |
| 2023-09-01 | 90.180342807818590 |
| 2023-10-01 | 90.919164056474500 |
| 2023-11-01 | 91.533501005738200 |
| 2023-12-01 | 91.635275968882600 |
| 2024-01-01 | 89.885630793611910 |
| 2024-02-01 | 90.747909944210200 |
| 2024-03-01 | 91.111459767837600 |
| 2024-04-01 | 90.563833417022400 |
| 2024-05-01 | 89.989310033142420 |
| 2024-06-01 | 91.516846216677310 |
| 2024-07-01 | 92.760184212112110 |
| 2024-08-01 | 90.127418236816910 |
| 2024-09-01 | 90.289933398294510 |
| 2024-10-01 | 89.338355802599300 |
| 2024-11-01 | 89.175961646262000 |
| 2024-12-01 | 88.848036425246100 |
